What Good Filters Do
They reduce obvious abuse and spam without silencing normal disagreement or useful audience questions.
That balance matters more than maximum aggression.
- Spam filtering
- Abuse filtering
- False-positive control
- Manual review paths
How to Deploy Them
Start narrow, audit outcomes, and expand the rules only after you know which phrases and patterns truly harm the community.
- Start conservative
- Review filtered comments
- Adjust rules weekly
- Preserve real conversations